TY - GEN
T1 - CMCL 2022 Shared Task on Multilingual and Crosslingual Prediction of Human Reading Behavior
AU - Hollenstein, Nora
AU - Chersoni, Emmanuele
AU - Jacobs, Cassandra
AU - Oseki, Yohei
AU - Prévot, Laurent
AU - Santus, Enrico
N1 - Publisher Copyright: © 2022 Association for Computational Linguistics.
PY - 2022
Y1 - 2022
N2 - We present the second shared task on eye-tracking data prediction of the Cognitive Modeling and Computational Linguistics Workshop (CMCL). Differently from the previous edition, participating teams are asked to predict eye-tracking features from multiple languages, including a surprise language for which there were no available training data. Moreover, the task also included the prediction of standard deviations of feature values in order to account for individual differences between readers. A total of six teams registered to the task. For the first subtask on multilingual prediction, the winning team proposed a regression model based on lexical features, while for the second subtask on cross-lingual prediction, the winning team used a hybrid model based on a multilingual transformer embeddings as well as statistical features.
AB - We present the second shared task on eye-tracking data prediction of the Cognitive Modeling and Computational Linguistics Workshop (CMCL). Differently from the previous edition, participating teams are asked to predict eye-tracking features from multiple languages, including a surprise language for which there were no available training data. Moreover, the task also included the prediction of standard deviations of feature values in order to account for individual differences between readers. A total of six teams registered to the task. For the first subtask on multilingual prediction, the winning team proposed a regression model based on lexical features, while for the second subtask on cross-lingual prediction, the winning team used a hybrid model based on a multilingual transformer embeddings as well as statistical features.
UR - https://www.scopus.com/pages/publications/85127921897
M3 - Conference contribution
T3 - CMCL 2022 - Workshop on Cognitive Modeling and Computational Linguistics, Proceedings of the Workshop
SP - 121
EP - 129
BT - CMCL 2022 - Workshop on Cognitive Modeling and Computational Linguistics, Proceedings of the Workshop
A2 - Chersoni, Emmanuele
A2 - Hollenstein, Nora
A2 - Jacobs, Cassandra L.
A2 - Oseki, Yohei
A2 - Prevot, Laurent
A2 - Santus, Enrico
PB - Association for Computational Linguistics (ACL)
T2 - 12th Workshop on Cognitive Modeling and Computational Linguistics, CMCL 2022
Y2 - 26 May 2022
ER -